{"id":"W4200609792","doi":"10.3389/fnins.2021.771505","title":"Nociceptive Response Is a Possible Marker of Evolution in the Level of Consciousness in Unresponsive Wakefulness Syndrome Patients","year":2021,"lang":"en","type":"article","venue":"Frontiers in Neuroscience","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Minimally conscious state; Wakefulness; Coma (optics); Persistent vegetative state; Nociception; Glasgow Coma Scale; Anesthesia; Noxious stimulus; Audiology; Medicine; Psychology; Consciousness; Neuroscience; Internal medicine; Electroencephalography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002129522,0.0001287854,0.0004097217,0.0007151659,0.00003922983,0.00001284129,0.0004001294,0.0000867833,0.00001998223],"category_scores_gemma":[0.005133071,0.000105584,0.0000571173,0.003129102,0.0007754171,0.0001750293,0.000120505,0.0003692522,0.000001426256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002322295,"about_ca_system_score_gemma":0.0008059567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009540693,"about_ca_topic_score_gemma":0.00005557657,"domain_scores_codex":[0.9965456,0.001243278,0.0005299534,0.0004316237,0.0008734572,0.0003761476],"domain_scores_gemma":[0.9983661,0.0006788537,0.0001434214,0.0004943233,0.0002586745,0.00005868959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004299893,0.0008391903,0.9705656,0.0001577547,0.000004618056,0.0004707391,0.006668416,0.00004040691,0.01500788,0.00005720173,0.000940952,0.000947325],"study_design_scores_gemma":[0.00201738,0.0004015018,0.9879944,0.0003396738,0.000006260984,0.00006002283,0.004292356,0.001046433,0.003441456,0.000285773,0.00002858969,0.00008617242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967772,0.00007467032,0.001001315,0.0008508892,0.0004036251,0.0006357304,0.00009138855,0.000004302302,0.0001608688],"genre_scores_gemma":[0.9981511,0.000009084403,0.001072282,0.0003378612,0.000002780309,0.0000461151,0.000002257954,0.00001036586,0.0003681058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01742876,"threshold_uncertainty_score":0.6145136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07404845878370642,"score_gpt":0.3317040036202561,"score_spread":0.2576555448365497,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}